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StringZilla
Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, etc ๐ฆSimSIMD
Up to 200x Faster Inner Products and Vector Similarity โ for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE ๐ParallelReductionsBenchmark
Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!memchr_vs_stringzilla
memchr vs stringzilla - up to 7x throughput difference between two SIMD-accelerated substring search libraries in RustSwiftSemanticSearch
S3 stands for Swift Semantic Search - using USearch & UForm to builds scalable multimodal Retrieval-Augmented pipelines on Apple devices ๐usearch-molecules
Searching for structural similarities across billions of molecules in millisecondsusearch-images
Semantic Search demo featuring UForm, USearch, UCall, and StreamLit, to visual and retrieve from image datasets, similar to "CLIP Retrieval"BenchmarkingTutorial
Google Benchmark examples and tutorials for C/C++ developers diving into High-Performance Computing and Numerical Methods โฑ๏ธusearch-binary
Binary vector search example using Unum's USearch engine and pre-computed Wikipedia embeddings from Co:here and MixedBreadabusing-vector-search
Example of using Vector Search algorithms for non-traditional workloads, like GIS, stock prices, and setsHashTableBenchmark
A simple cross-platform speed & memory-efficiency benchmark for the most common hash-table implementations in the C++ worldLibSee
Link to this library and it will log all the LibC functions you are calling and how much time you are spending in them!extrapolaTED
Bringing TED experiences to every topic with Gen AITenPack
Fastest Tensors Packaging library for image, video, and audio data designed for PyTorch, TensorFlow, & NumPy ๐ผ๏ธ๐ต๐ฅ โก๏ธ ๐งacid-redis
Tiny Redis-like Persistent ACID Store on RocksDB with JSON-RPC using UCall and UStorePolyglotBot
Bot we've build for the Poe.com hackathon at the AGI house to gather results from multiple LLMs and trigger specialized models on-demandMongooseMiner
image-search
Semantic Image Search Server with UForm, USearch, UCallAssemblyStats
A research project highlighting the rarity of SIMD instructions in modern softwareAppResources
Collection of resources for app developmentCppNeuralSTL
Simple neural network models from scratch using only C++ STLLove Open Source and this site? Check out how you can help us